01
AI Video
Reelcraft
AI video generation studio
Text or image to vertical reel, powered by fal.ai across multiple models. Built end to end with a streaming generation UI and model routing.
Next.js 14TypeScriptTailwindfal.ai
Agentic AI Full-Cycle Engineer · Islamabad
Muhammad Jawad
Ayub Gondal
01 / AboutBuilding agents,
Building agents,
that ship.
I'm an Agentic AI Full-Cycle Engineer based in Islamabad. At MindHYVE.ai I own products end to end — designing, building, integrating, and deploying complete AI systems solo, working alongside AI-assisted development to move fast without losing precision.
Before MindHYVE I built across AI Mark Labs, Metrico Dev, ITSOLERA, and years of freelance work — RAG systems, tool-using agents, chatbots, and the data pipelines behind them. My stack is Python, FastAPI, LangChain, LlamaIndex, CrewAI, Anthropic and OpenAI APIs, Pinecone, and Weaviate, with Next.js on the front end.
I hold an MS in Systems Engineering from PIEAS and a BS in Electrical Engineering from GIK Institute. I care about making models reason reliably in production, not just in demos.
5+
Projects shipped
16
GitHub repos
MS
Systems Engineering
02 / Projects
Selected work
02
RAG
Agentic RAG System
Production retrieval pipeline
Agent-driven retrieval with query rewriting and grounded generation. Designed for reliable answers over enterprise knowledge bases.
LangGraphPineconeOpenAIPython
03
Speech-to-Text
Transcription Service
Speech-to-text, served as an API
Audio transcription pipeline that streams uploads through faster-whisper for fast, accurate speech-to-text behind a FastAPI service.
FastAPIfaster-whisperPython
04
Multi-LLM
AI News Generator
Multi-LLM editorial workflow
Gathers, edits, and analyzes news across multiple language models, then turns the result into curated, structured insights.
PythonOpenAILLMs
05
Game · Live
Slide Worlds
Puzzle game shipped on Google Play
A sliding puzzle game built solo end to end, from gameplay and level design to store submission and release.
UnityC#
03 / Experience
Where I've worked
01
Nov 2025 — Present
Islamabad
MindHYVE.ai
Agentic AI Full-Cycle EngineerOne-product, one-developer ownership — designing, building, integrating, and deploying complete AI products end to end with AI-assisted development.
02
Jul 2025 — Sep 2025
Islamabad
AI Mark Labs
AI/ML Data EngineerBuilt AI workflows, RAG systems, agents, and chatbots for Evolo AI, plus data engineering and RESTful APIs.
03
Nov 2024 — Jun 2025
Islamabad
Metrico Dev
Software Engineer (AI & Analytics)Research on quantum neural networks for network intrusion detection, alongside applied AI and analytics engineering.
04
Jul 2024 — Oct 2024
Islamabad
ITSOLERA
Generative AI EngineerBuilt an AI news generator, a ChEMBL-based drug-discovery system, and a multi-agent parenting assistant using LangChain, Gradio, and Cohere.
05
Feb 2023 — Jun 2025
Islamabad
Freelance
AI EngineerLangChain and LLM model development, ML and deep learning, agent-based systems, and Python ETL pipelines for clients.
04 / Skills
Technical fluency
AGENTIC & LLM
- LangChain
- LlamaIndex
- CrewAI
- LangGraph
- RAG
- Tool Use
MODELS & APIS
- Anthropic API
- OpenAI API
- Fine-tuning
- Prompt Engineering
- Embeddings
BACKEND & DATA
- Python
- FastAPI
- Pinecone
- Weaviate
- PostgreSQL
- REST
FRONTEND & TOOLS
- Next.js
- TypeScript
- React
- Tailwind
- Docker
- Git
05 / ContactLet's build
Let's build
something real.
If you're hiring for a remote AI or Forward Deployed Engineer role, or you need an agentic system built right, I'd like to hear from you.